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E-raamat: Health Information Science: 11th International Conference, HIS 2022, Virtual Event, October 28-30, 2022, Proceedings

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This book constitutes the refereed proceedings of the 11th International Conference on
Health Information Science, HIS 2022, held in Virtual Event during October 28–30, 2022.

The 20 full papers and 9 short papers included in this book were carefully reviewed and
selected from 54 submissions. They were organized in topical sections as follows: ?applications of health and medical data; health and medical data processing; health and medical data mining via graph-based approaches; and health and medical data classification.
Applications of Health and Medical Data
Evidence Extraction to Validate Medical Claims in Fake News Detection
3(13)
Pritam Deka
Anna Jurek-Loughrey
P. Deepak
Detection of Obsessive-Compulsive Disorder in Australian Children and Adolescents Using Machine Learning Methods
16(10)
Umme Marzia Haque
Enamul Kabir
Rasheda Khanam
An Anomaly Detection Framework Based on Data Lake for Medical Multivariate Time Series
26(8)
Peng Ren
Zhiyuan Tian
Zeyu Wang
Xin Li
Xia Wang
Tao Zhao
Ming Sheng
Anomaly Detection on Health Data
34(8)
Durgesh Samariya
Jiangang Ma
DRAM-Net: A Deep Residual Alzheimer's Diseases and Mild Cognitive Impairment Detection Network Using EEG Data
42(12)
Ashik Mostafa Alvi
Siuly Siuly
Maria Cristina De Cola
Hua Wang
An Intelligence Approach for Blood Pressure Estimation from Photoplethysmography Signal
54(10)
Shahab Abdulla
Mohammed Diykh
Sarmad K. D. AlKhafaji
Atheer Y. Oudah
Haydar Abdulameer Marhoon
Rand Ameen Azeez
Tailored Nutrition Service to Reduce the Risk of Chronic Diseases
64(12)
Jitao Yang
Combining Process Mining and Time Series Forecasting to Predict Hospital Bed Occupancy
76(12)
Annelore Jellemijn Pieters
Stefan Schlobach
HGCL: Heterogeneous Graph Contrastive Learning for Traditional Chinese Medicine Prescription Generation
88(12)
Zecheng Yin
Yingpei Wu
Yanchun Zhang
Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG
100(13)
Muhammad Tariq Sadiq
Hesam Akbari
Siuly Siuly
Yan Li
Paul Wen
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space
113(14)
Zeyu Wang
Huiying Zhao
Peng Ren
Yuxi Zhou
Ming Sheng
Health and Medical Data Processing
MHDML: Construction of a Medical Lakehouse for Multi-source Heterogeneous Data
127(9)
Qi Xiao
Wenkui Zheng
Chenyu Mao
Wei Hou
Hao Lan
Daojun Han
Yang Duan
Peng Ren
Ming Sheng
A Hybrid Medical Causal Inference Platform Based on Data Lake
136(9)
Peng Ren
Xingyue Liu
Shuxin Zheng
Lijun Liao
Xin Li
Ligong Lu
Xia Wang
Ruoyu Wang
Ming Sheng
Data Exploration Optimization for Medical Big Data
145(12)
Shuang Ding
Chenyu Mao
Wenkui Zheng
Qi Xiao
Yitao Wu
Improving Data Analytic Performance in Health Information System with Big Data Technology
157(8)
Hung Ba Ngo
Nguyen Chi Tran
HoloCleanX: A Multi-source Heterogeneous Data Cleaning Solution Based on Lakehouse
165(12)
Qin Cui
Wenkui Zheng
Wei Hou
Ming Sheng
Peng Ren
Wang Chang
Xiang Yang Li
The Construction and Validation of an Automatic Crisis Balance Analysis Model
177(12)
Long Yin Guo
Lin Xia
Xin Yi Huang
Yu Xin Fu
Xin Yi Li
Si Chen Zhou
Chao Zhao
Bing Xiang Yang
Assessing the Utilisation of TELedentistry from Perspectives of Early Career Dental Practitioners - Development of the UTEL Questionnaire
189(8)
Joshua Lee
Joon Soo Park
Hua Wang
Boxi Feng
Kate N. Wang
Genetic Algorithm for Patient Assignment Optimization in Cloud Healthcare System
197(12)
Xinyu Pang
Yong-Feng Ge
Kate Wang
Research on the Construction of Psychological Crisis Intervention Strategy Service System
209(8)
Yahong Yao
Shaofu Lin
Zhisheng Huang
Shushi Li
Chaohui Guo
Ying Wu
Towards a Perspective to Analyze Emergent Systems in Health Domain
217(14)
Sandro Luis Freire de Castro Silva
Bruno Elias Penteado
Rodrigo Pereira dos Santos
Marcelo Fornazin
Health and Medical Data Mining via Graph-based Approaches
Food Recommendation for Mental Health by Using Knowledge Graph Approach
231(12)
Chengcheng Fu
Zhisheng Huang
Frank van Harmelen
Tingting He
Xingpeng Jiang
Medical Knowledge Graph Construction Based on Traceable Conversion
243(15)
Wei Hou
Wenkui Zheng
Ming Sheng
Peng Ren
Baifu Zuo
Zhentao Hu
Xianxing Liu
Yang Duan
Automated Knowledge Graph Construction for Healthcare Domain
258(8)
Markian Jaworsky
Xiaohui Tao
Jianming Yong
Lei Pan
Ji Zhang
Shiva Pokhrel
Alcoholic EEG Data Classification Using Weighted Graph-Based Technique
266(13)
Supriya Supriya
Tony Jan
Nandini Sidnal
Scott Thompson-Whiteside
Health and Medical Data Classification
Optical Coherence Tomography Classification Based on Transfer Learning and RA-Attention
279(12)
Xiaoyi Lian
Lina Chen
Xiayan Ji
Fangyao Shen
Hongjie Guo
Hong Gao
Intelligent Interpretation and Classification of Multivariate Medical Time Series Based on Convolutional Neural Networks
291(12)
Tianbo Xu
Le Sun
Sudha Subramani
Yilin Wang
ECG Signals Classification Model Based on Frequency Domain Features Coupled with Least Square Support Vector Machine (LS-SVM)
303(22)
Rand Ameen Azeez
Sarmad K. D. Alkhafaji
Mohammed Diyk
Shahab Abdulla
Cluster Analysis of Low-Dimensional Medical Concept Representations from Electronic Health Records
313(12)
Fernando Jaume-Santero
Boya Zhang
Dimitrios Proios
Anthony Yazdani
Racha Gouareb
Mina Bjelogrlic
Douglas Teodoro
Author Index 325